首页 > 最新文献

Drug Testing and Analysis最新文献

英文 中文
Detection of Anabolic Androgenic Steroids and Steroid Esters—Comparing Dried Blood Spots Collection Devices and Urine Samples 合成代谢雄激素类固醇和类固醇酯的检测——干燥血斑采集装置与尿样的比较。
IF 2.7 3区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-09-09 DOI: 10.1002/dta.3950
Tina Suominen, Jeanette von Walden, Laura Harju, Anton Pohanka, Jenny Schulze, Mikael Lehtihet, Lena Ekström

Dried blood spots (DBS) have emerged as a promising complement, and in some settings, an alternative, to urine for anabolic androgenic steroid (AAS) testing, offering advantages such as minimal invasiveness, simplified storage, and transportation. This study evaluated two DBS collection devices—cellulose-based Capitainer-B50 and polymer-based Tasso-M20—and compared results with traditional urine analysis. Ten self-reported AAS users were recruited and provided matched urine and DBS samples. High agreement between the two DBS devices was observed, although Capitainer-B50 showed a slightly greater detection rate, likely due to a higher sample volume (50 μL vs. 17.5 μL) improved analyte recovery, and lower background noise. Notably, DBS enabled detection of testosterone use in all 10 participants, while urine testing missed two cases with naturally low urinary testosterone/epitestosterone (T/E) ratios (most likely UGT2B17 del/del carriers). Moreover, the differentiation between prescribed and illicit use of testosterone esters was also possible in DBS, but not in urine testing, while nandrolone detection in DBS was limited at low concentrations. The findings support DBS as a sensitive and practical tool for AAS detection and provide critical advantages in detecting doping with testosterone esters in individuals with prescribed testosterone therapy and in UGT2B17 deletion carriers.

干血斑(DBS)已成为一种有希望的补充,在某些情况下,可替代尿液进行合成代谢雄激素(AAS)检测,具有微创、简化储存和运输等优点。本研究评估了两种DBS收集设备——基于纤维素的Capitainer-B50和基于聚合物的tasso - m20,并将结果与传统的尿液分析进行了比较。招募了10名自我报告的AAS使用者,并提供了匹配的尿液和DBS样本。两种DBS装置之间的一致性很高,尽管capitainb - b50的检出率略高,这可能是由于更高的样品体积(50 μL vs. 17.5 μL)提高了分析物回收率,并且背景噪声更低。值得注意的是,DBS能够检测所有10名参与者的睾酮使用情况,而尿液检测遗漏了两例天然低尿睾酮/表睾酮(T/E)比率(最有可能是UGT2B17 del/del携带者)。此外,在DBS中也可以区分处方和非法使用睾酮酯,但在尿液检测中无法区分,而在DBS中检测到的诺龙在低浓度时受到限制。研究结果支持DBS作为一种灵敏实用的AAS检测工具,并在检测处方睾酮治疗个体和UGT2B17缺失携带者的睾酮酯掺杂方面提供了关键优势。
{"title":"Detection of Anabolic Androgenic Steroids and Steroid Esters—Comparing Dried Blood Spots Collection Devices and Urine Samples","authors":"Tina Suominen,&nbsp;Jeanette von Walden,&nbsp;Laura Harju,&nbsp;Anton Pohanka,&nbsp;Jenny Schulze,&nbsp;Mikael Lehtihet,&nbsp;Lena Ekström","doi":"10.1002/dta.3950","DOIUrl":"10.1002/dta.3950","url":null,"abstract":"<p>Dried blood spots (DBS) have emerged as a promising complement, and in some settings, an alternative, to urine for anabolic androgenic steroid (AAS) testing, offering advantages such as minimal invasiveness, simplified storage, and transportation. This study evaluated two DBS collection devices—cellulose-based Capitainer-B50 and polymer-based Tasso-M20—and compared results with traditional urine analysis. Ten self-reported AAS users were recruited and provided matched urine and DBS samples. High agreement between the two DBS devices was observed, although Capitainer-B50 showed a slightly greater detection rate, likely due to a higher sample volume (50 μL vs. 17.5 μL) improved analyte recovery, and lower background noise. Notably, DBS enabled detection of testosterone use in all 10 participants, while urine testing missed two cases with naturally low urinary testosterone/epitestosterone (T/E) ratios (most likely UGT2B17 del/del carriers). Moreover, the differentiation between prescribed and illicit use of testosterone esters was also possible in DBS, but not in urine testing, while nandrolone detection in DBS was limited at low concentrations. The findings support DBS as a sensitive and practical tool for AAS detection and provide critical advantages in detecting doping with testosterone esters in individuals with prescribed testosterone therapy and in UGT2B17 deletion carriers.</p>","PeriodicalId":160,"journal":{"name":"Drug Testing and Analysis","volume":"17 12","pages":"2374-2383"},"PeriodicalIF":2.7,"publicationDate":"2025-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://analyticalsciencejournals.onlinelibrary.wiley.com/doi/epdf/10.1002/dta.3950","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145028625","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impurity Profiling of ATS Synthesized From Ring-Substituted APAAN and MAPA Analogs 环取代apan和MAPA类似物合成ATS的杂质谱分析。
IF 2.7 3区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-09-08 DOI: 10.1002/dta.3946
Deanna Langone, Ben Painter, Clark Nash, Janneke W. Hulshof, Sander Oldenhof, Martin R. Johnston, K. Paul Kirkbride

Designer precursors for the synthesis of amphetamine-type stimulants pose a significant challenge to law enforcement. The precursors APAAN (α-phenylacetoacetonitrile) and MAPA (methyl α-acetylphenylacetate) became popular in the previous decade and have since been restricted. Recently, a ring-substituted analog of MAPA used for the synthesis of MDMA (3,4-methylenedioxymethamphetamine) was detected, highlighting the potential for criminal misuse of substituted analogs of these designer precursors. Previous research has characterized the impurity profiles of methamphetamine synthesized from APAAN and MAPA. In this study, the impurity profiles of MDMA and PMMA (p-methoxymethamphetamine) synthesized from ring-substituted analogs of APAAN and MAPA were characterized. In addition, byproducts forming from the conversion of p-methyl and p-fluoro analogs of APAAN and MAPA into analogs of P2P were investigated. MDMA was synthesized from 3,4-methylenedioxy-substituted MAPA (methyl α-acetyl-[3,4-methylenedioxyphenyl]acetate, MAMDPA) via sodium cyanoborohydride reductive amination and hydrogenation with platinum oxide and methylamine. Four impurities originating from MAMDPA were detected in MDMA synthesized via reductive amination, all of which are 3,4-methylenedioxy analogs of the impurities detected in methamphetamine synthesized from MAPA. Synthesis of MDMA via the hydrogenation route only produced one characteristic impurity, which, due to its instability under acidic conditions, is not likely to be present in clandestine MDMA hydrochloride samples. PMMA was synthesized via sodium cyanoborohydride reductive amination of MeO-P2P produced from methoxyl-substituted APAAN (α-p-methoxyphenylacetoacetonitrile, APMPAAN). Five impurities were identified as originating from APMPAAN, two of which are proposed to be the most reliable markers for the use of APMPAAN in the synthesis of PMMA.

合成安非他明类兴奋剂的设计前体对执法构成了重大挑战。前体apan (α-苯基乙酰乙腈)和MAPA(甲基α-乙酰苯基乙酸酯)在过去十年中开始流行,此后一直受到限制。最近,一种用于合成MDMA(3,4-亚甲基二氧基甲基苯丙胺)的MAPA的环取代类似物被发现,突出了这些设计前体的取代类似物被滥用的可能性。前人的研究已经对由apan和MAPA合成的甲基苯丙胺的杂质谱进行了表征。本研究表征了由apan和MAPA环取代类似物合成的MDMA和PMMA(对甲氧基甲基苯丙胺)的杂质谱。此外,对apan和MAPA的对甲基和对氟类似物转化为P2P类似物的副产物进行了研究。以3,4-亚甲二氧基取代的MAPA(甲基α-乙酰基-[3,4-亚甲二氧基]乙酸酯,MAMDPA)为原料,经三氰硼氢化钠还原胺化、氧化铂和甲胺加氢合成MDMA。在还原胺化合成的MDMA中检测到四种源自MAMDPA的杂质,它们都是MAPA合成的甲基苯丙胺中检测到的杂质的3,4-亚甲基二氧基类似物。通过加氢途径合成MDMA只产生一种特征杂质,由于其在酸性条件下不稳定,不太可能存在于秘密盐酸MDMA样品中。以甲氧基取代的apan (α-对甲氧基苯基乙酰乙腈,APMPAAN)为原料,采用氰硼氢化钠还原胺化法制备了PMMA。鉴定出五种杂质来源于APMPAAN,其中两种杂质被认为是APMPAAN在PMMA合成中最可靠的标记物。
{"title":"Impurity Profiling of ATS Synthesized From Ring-Substituted APAAN and MAPA Analogs","authors":"Deanna Langone,&nbsp;Ben Painter,&nbsp;Clark Nash,&nbsp;Janneke W. Hulshof,&nbsp;Sander Oldenhof,&nbsp;Martin R. Johnston,&nbsp;K. Paul Kirkbride","doi":"10.1002/dta.3946","DOIUrl":"10.1002/dta.3946","url":null,"abstract":"<div>\u0000 \u0000 <p>Designer precursors for the synthesis of amphetamine-type stimulants pose a significant challenge to law enforcement. The precursors APAAN (α-phenylacetoacetonitrile) and MAPA (methyl α-acetylphenylacetate) became popular in the previous decade and have since been restricted. Recently, a ring-substituted analog of MAPA used for the synthesis of MDMA (3,4-methylenedioxymethamphetamine) was detected, highlighting the potential for criminal misuse of substituted analogs of these designer precursors. Previous research has characterized the impurity profiles of methamphetamine synthesized from APAAN and MAPA. In this study, the impurity profiles of MDMA and PMMA (<i>p</i>-methoxymethamphetamine) synthesized from ring-substituted analogs of APAAN and MAPA were characterized. In addition, byproducts forming from the conversion of <i>p</i>-methyl and <i>p</i>-fluoro analogs of APAAN and MAPA into analogs of P2P were investigated. MDMA was synthesized from 3,4-methylenedioxy-substituted MAPA (methyl α-acetyl-[3,4-methylenedioxyphenyl]acetate, MAMDPA) via sodium cyanoborohydride reductive amination and hydrogenation with platinum oxide and methylamine. Four impurities originating from MAMDPA were detected in MDMA synthesized via reductive amination, all of which are 3,4-methylenedioxy analogs of the impurities detected in methamphetamine synthesized from MAPA. Synthesis of MDMA via the hydrogenation route only produced one characteristic impurity, which, due to its instability under acidic conditions, is not likely to be present in clandestine MDMA hydrochloride samples. PMMA was synthesized via sodium cyanoborohydride reductive amination of MeO-P2P produced from methoxyl-substituted APAAN (α-<i>p-</i>methoxyphenylacetoacetonitrile, APMPAAN). Five impurities were identified as originating from APMPAAN, two of which are proposed to be the most reliable markers for the use of APMPAAN in the synthesis of PMMA.</p>\u0000 </div>","PeriodicalId":160,"journal":{"name":"Drug Testing and Analysis","volume":"17 12","pages":"2354-2373"},"PeriodicalIF":2.7,"publicationDate":"2025-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145022545","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
RETRACTION: Voltammetric Determination of Isoproterenol Using Multiwall Carbon Nanotubes-Ionic Liquid Paste Electrode 论文摘要:用多壁碳纳米管-离子液体糊电极伏安法测定异丙肾上腺素。
IF 2.7 3区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-09-04 DOI: 10.1002/dta.3949

RETRACTION: A. A. Ensafi and H. Karimi-Maleh, “ Voltammetric Determination of Isoproterenol Using Multiwall Carbon Nanotubes-Ionic Liquid Paste Electrode,” Drug Testing and Analysis 3, no. 5 (2011): 325330, https://doi.org/10.1002/dta.232.

The above article, published online on 09 February 2011 in Wiley Online Library (wileyonlinelibrary.com), has been retracted by agreement of the journal Editor-in-Chief, Mario Thevis; and John Wiley & Sons Ltd. Following publication, concerns were raised by third parties regarding Figures 1A and 1B. The authors were unable to provide a satisfactory explanation and could not provide the original data. The retraction has been agreed because of concerns that the figures were duplicated and used to represent different materials. This affects the interpretation of the data and results presented.

The authors disagree with the decision to retract.

引用本文:A. A. Ensafi和H. Karimi-Maleh,“利用多壁碳纳米管-离子液体糊电极伏安法测定异丙肾上腺素”,《药物测试与分析》第3期,第2期。5 (2011): 325-330, https://doi.org/10.1002/dta.232.The上述文章于2011年2月9日在线发表在Wiley在线图书馆(wileyonlinelibrary.com)上,经该杂志总编辑Mario Thevis同意撤回;及约翰威利父子有限公司。发布后,第三方对图1A和图1B提出了关注。作者无法提供令人满意的解释,也无法提供原始数据。由于担心这些数字是重复的,并且用来代表不同的材料,因此已经同意撤回。这会影响对所呈现的数据和结果的解释。作者不同意撤回的决定。
{"title":"RETRACTION: Voltammetric Determination of Isoproterenol Using Multiwall Carbon Nanotubes-Ionic Liquid Paste Electrode","authors":"","doi":"10.1002/dta.3949","DOIUrl":"10.1002/dta.3949","url":null,"abstract":"<p>\u0000 <b>RETRACTION</b>: <span>A. A. Ensafi</span> and <span>H. Karimi-Maleh</span>, “ <span>Voltammetric Determination of Isoproterenol Using Multiwall Carbon Nanotubes-Ionic Liquid Paste Electrode</span>,” <i>Drug Testing and Analysis</i> <span>3</span>, no. <span>5</span> (<span>2011</span>): <span>325</span>–<span>330</span>, https://doi.org/10.1002/dta.232.</p><p>The above article, published online on 09 February 2011 in Wiley Online Library (wileyonlinelibrary.com), has been retracted by agreement of the journal Editor-in-Chief, Mario Thevis; and John Wiley &amp; Sons Ltd. Following publication, concerns were raised by third parties regarding Figures 1A and 1B. The authors were unable to provide a satisfactory explanation and could not provide the original data. The retraction has been agreed because of concerns that the figures were duplicated and used to represent different materials. This affects the interpretation of the data and results presented.</p><p>The authors disagree with the decision to retract.</p>","PeriodicalId":160,"journal":{"name":"Drug Testing and Analysis","volume":"17 10","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://analyticalsciencejournals.onlinelibrary.wiley.com/doi/epdf/10.1002/dta.3949","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144991048","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enantiomeric Determination of Medetomidine in Street Drug Samples (August 2024—February 2025) and Implications for Immunoassay Test Strip Analysis 街头毒品样品中美托咪定对映体的测定(2024年8月- 2025年2月)及其对免疫测定试纸条分析的影响。
IF 2.7 3区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-09-03 DOI: 10.1002/dta.3947
Edward Sisco, Mónica Ventura, Sarah A. Shuda

Over the last several years, there has been an influx of α2-agonists into the street drug supply, beginning with the proliferation of xylazine, a potent veterinary sedative. Since 2023, another sedative, medetomidine, has been widely detected. Medetomidine, broadly, encompasses two enantiomers—dexmedetomidine and levomedetomidine—with the dex enantiomer being pharmacologically active and present in human-use pharmaceuticals. In this work, we investigate street drug samples containing medetomidine to better understand the enantiomeric makeup in the illicit supply. Liquid chromatography tandem mass spectrometry (LC–MS/MS) was used to analyze 100 drug product or paraphernalia residue samples. All samples were found to contain a racemic mixture of medetomidine. A subset of samples was analyzed by medetomidine immunoassay test strips, where racemic mixtures were not found to negatively affect results. All samples were also qualitatively analyzed using direct analysis in real time mass spectrometry (DART-MS) to identify commonly co-occurring compounds, which included fentanyl, xylazine, and local anesthetics. Parabens, preservatives found in licit injectable preparations of the drug, were not detected. This work provides a snapshot into the medetomidine makeup of the street drug supply, which needs to be continually monitored given the differences in pharmacology between the two enantiomers.

在过去的几年里,α - 2激动剂大量流入街头药物供应,首先是强效兽药噻嗪的大量使用。自2023年以来,另一种镇静剂美托咪定也被广泛检测到。美托咪定,广义上包括两种对映体——右美托咪定和左美托咪定,右美托咪定对映体具有药理活性,存在于人类使用的药物中。在这项工作中,我们调查了含有美托咪定的街头毒品样本,以更好地了解非法供应中的对映体组成。采用液相色谱串联质谱法(LC-MS/MS)对100份药品或随身用品残留样品进行了分析。所有样品都含有美托咪定的外消旋混合物。用美托咪定免疫测定试纸分析了一部分样品,其中外消旋混合物未发现对结果有负面影响。所有样品还使用实时质谱(DART-MS)直接分析进行定性分析,以鉴定常见的共发生化合物,包括芬太尼、噻嗪和局部麻醉剂。在合法注射制剂中未检出防腐剂对羟基苯甲酸酯。这项工作为街头药物供应的美托咪定组成提供了一个快照,鉴于两种对映体之间的药理学差异,需要持续监测。
{"title":"Enantiomeric Determination of Medetomidine in Street Drug Samples (August 2024—February 2025) and Implications for Immunoassay Test Strip Analysis","authors":"Edward Sisco,&nbsp;Mónica Ventura,&nbsp;Sarah A. Shuda","doi":"10.1002/dta.3947","DOIUrl":"10.1002/dta.3947","url":null,"abstract":"<div>\u0000 \u0000 <p>Over the last several years, there has been an influx of α<sub>2</sub>-agonists into the street drug supply, beginning with the proliferation of xylazine, a potent veterinary sedative. Since 2023, another sedative, medetomidine, has been widely detected. Medetomidine, broadly, encompasses two enantiomers—dexmedetomidine and levomedetomidine—with the dex enantiomer being pharmacologically active and present in human-use pharmaceuticals. In this work, we investigate street drug samples containing medetomidine to better understand the enantiomeric makeup in the illicit supply. Liquid chromatography tandem mass spectrometry (LC–MS/MS) was used to analyze 100 drug product or paraphernalia residue samples. All samples were found to contain a racemic mixture of medetomidine. A subset of samples was analyzed by medetomidine immunoassay test strips, where racemic mixtures were not found to negatively affect results. All samples were also qualitatively analyzed using direct analysis in real time mass spectrometry (DART-MS) to identify commonly co-occurring compounds, which included fentanyl, xylazine, and local anesthetics. Parabens, preservatives found in licit injectable preparations of the drug, were not detected. This work provides a snapshot into the medetomidine makeup of the street drug supply, which needs to be continually monitored given the differences in pharmacology between the two enantiomers.</p>\u0000 </div>","PeriodicalId":160,"journal":{"name":"Drug Testing and Analysis","volume":"17 12","pages":"2347-2353"},"PeriodicalIF":2.7,"publicationDate":"2025-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144991033","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Identification of Tetrahydrocannabidiol Metabolites in Human Urine 人尿中四氢大麻二酚代谢物的鉴定。
IF 2.7 3区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-09-02 DOI: 10.1002/dta.3945
Willi Schirmer, Isabelle Mösch, Stefan Schürch, Wolfgang Weinmann

Tetrahydrocannabidiol (H4CBD) is an emerging semisynthetic cannabinoid, which has been known since 1940. Like hexahydrocannabinol (HHC), it is easily obtained by hydrogenation of available phytocannabinoids, in the case of H4CBD by hydrogenation of cannabidiol (CBD). H4CBD shows a weak affinity for the CB1 receptor, but it is unclear if H4CBD shows psychoactive properties, as reports from users are divided. Only a few countries have placed H4CBD under their narcotic substance law, for example, France and Switzerland. The aim of this study was to identify human Phase I and II metabolites in urine as potential forensic targets. The H4CBD used for this study was bought from an online store and analyzed beforehand using GC–MS. The Phase I and II metabolites were identified using LC-HR-MS/MS and GC–MS after trimethylsilylation. The found H4CBD metabolites were carboxylated, hydroxylated, and bishydroxylated species and their glucuronides with hydroxylation and carboxylation positions on the alicyclic moiety and on the side chain. The tentatively identified metabolites were the carboxylic acids 5″-COOH-H4CBD and 7-COOH-H4CBD, the hydroxylated metabolites (1R,6R)-OH-H4CBD, (1R,6S)-OH-H4CBD, two epimers of 2″-OH-H4CBD, and both epimers of 7-OH-H4CBD. The identified bishydroxylated metabolites were side-chain hydroxylated derivatives of 7-OH-H4CBD. Various other hydroxylated metabolites were found, but their exact hydroxylation positions could not be determined. Some ESI+ spectra of the metabolites showed very unusual fragmentation patterns, like the loss of both oxygens from the resorcinol moiety with subsequent ring contraction and the appearance of radical cations for Phase II metabolites. These unusual patterns were noticed for H4CBD and its side-chain-altered metabolites.

四氢大麻二酚(H4CBD)是一种新兴的半合成大麻素,自1940年以来一直为人所知。与六氢大麻酚(HHC)一样,它很容易通过可用的植物大麻素加氢获得,在H4CBD的情况下,通过大麻二酚(CBD)的加氢获得。H4CBD显示出对CB1受体的弱亲和力,但目前尚不清楚H4CBD是否具有精神活性,因为来自使用者的报告存在分歧。只有法国和瑞士等少数国家将H4CBD纳入其麻醉药品法。本研究的目的是鉴定人类尿液中的I期和II期代谢物作为潜在的法医靶点。本研究中使用的H4CBD是从网上商店购买的,事先使用气相色谱-质谱分析。三甲基硅化后的I期和II期代谢物采用LC-HR-MS/MS和GC-MS进行鉴定。发现的H4CBD代谢物有羧基化、羟基化和双羟基化的种类及其葡萄糖醛酸盐,羟基化和羧基化位置在脂环部分和侧链上。初步鉴定的代谢物为羧酸5″-COOH-H4CBD和7-COOH-H4CBD,羟基化代谢物(1R,6R)-OH-H4CBD, (1R,6S)-OH-H4CBD, 2″-OH-H4CBD的两个外显体和7-OH-H4CBD的两个外显体。鉴定的双羟基化代谢物是7-OH-H4CBD的侧链羟基化衍生物。发现了各种其他羟基化代谢物,但它们的确切羟基化位置无法确定。代谢物的一些ESI+光谱显示出非常不寻常的断裂模式,如间苯二酚部分的两个氧的损失,随后的环收缩和II期代谢物的自由基阳离子的出现。这些不寻常的模式在H4CBD及其侧链改变的代谢物中被注意到。
{"title":"Identification of Tetrahydrocannabidiol Metabolites in Human Urine","authors":"Willi Schirmer,&nbsp;Isabelle Mösch,&nbsp;Stefan Schürch,&nbsp;Wolfgang Weinmann","doi":"10.1002/dta.3945","DOIUrl":"10.1002/dta.3945","url":null,"abstract":"<p>Tetrahydrocannabidiol (H4CBD) is an emerging semisynthetic cannabinoid, which has been known since 1940. Like hexahydrocannabinol (HHC), it is easily obtained by hydrogenation of available phytocannabinoids, in the case of H4CBD by hydrogenation of cannabidiol (CBD). H4CBD shows a weak affinity for the CB<sub>1</sub> receptor, but it is unclear if H4CBD shows psychoactive properties, as reports from users are divided. Only a few countries have placed H4CBD under their narcotic substance law, for example, France and Switzerland. The aim of this study was to identify human Phase I and II metabolites in urine as potential forensic targets. The H4CBD used for this study was bought from an online store and analyzed beforehand using GC–MS. The Phase I and II metabolites were identified using LC-HR-MS/MS and GC–MS after trimethylsilylation. The found H4CBD metabolites were carboxylated, hydroxylated, and bishydroxylated species and their glucuronides with hydroxylation and carboxylation positions on the alicyclic moiety and on the side chain. The tentatively identified metabolites were the carboxylic acids 5″-COOH-H4CBD and 7-COOH-H4CBD, the hydroxylated metabolites (1<i>R</i>,6<i>R</i>)-OH-H4CBD, (1<i>R</i>,6<i>S</i>)-OH-H4CBD, two epimers of 2″-OH-H4CBD, and both epimers of 7-OH-H4CBD. The identified bishydroxylated metabolites were side-chain hydroxylated derivatives of 7-OH-H4CBD. Various other hydroxylated metabolites were found, but their exact hydroxylation positions could not be determined. Some ESI+ spectra of the metabolites showed very unusual fragmentation patterns, like the loss of both oxygens from the resorcinol moiety with subsequent ring contraction and the appearance of radical cations for Phase II metabolites. These unusual patterns were noticed for H4CBD and its side-chain-altered metabolites.</p>","PeriodicalId":160,"journal":{"name":"Drug Testing and Analysis","volume":"17 12","pages":"2333-2346"},"PeriodicalIF":2.7,"publicationDate":"2025-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://analyticalsciencejournals.onlinelibrary.wiley.com/doi/epdf/10.1002/dta.3945","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144937298","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Identification of Candidate Blood Biomarkers of Recombinant Human Erythropoietin Administration Using Targeted Polar Metabolomics by HILIC-MS/MS 利用靶向极性代谢组学HILIC-MS/MS鉴定重组人促红细胞生成素给药候选血液生物标志物
IF 2.7 3区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-08-31 DOI: 10.1002/dta.3943
Olivier Salamin, Lejla Ramic, Raul Nicoli, Serge Rudaz, Davy Guillarme, Tiia Kuuranne

Increasing oxygen transport through elevated hemoglobin concentration and red blood cell mass is a key objective of blood doping, commonly achieved via recombinant human erythropoietin (rHuEPO) administration or blood transfusions. While the Athlete Biological Passport (ABP) offers an effective indirect tool for detecting such manipulations, its sensitivity and specificity may be limited, particularly in cases involving microdoses or confounding physiological factors. To address these limitations, the identification of novel biomarkers that complement current ABP markers is essential.

This study presents a targeted metabolomics approach to discover candidate biomarkers of rHuEPO administration by analyzing polar metabolites in plasma and serum from two administration studies: one involving a single CERA injection, and the other using multiple doses of epoetin delta. Hydrophilic interaction chromatography hyphenated with tandem mass spectrometry enabled the selective and sensitive detection of a panel of polar endogenous metabolites.

Following data normalization and stringent quality control, generalized least squares models were applied to evidence temporal changes in metabolite signals. Among the most responsive and concordant markers across both studies were hypoxanthine and inosine, which showed significant and marked increases following rHuEPO administration. Notably, the relative increase of these metabolites coincided with the maximum in reticulocyte percentages, reflecting maximal erythropoietic activity. As intermediates in purine metabolism, their increases are likely tied to augmented purine turnover during red blood cell production. These findings suggest that hypoxanthine and inosine are promising candidate biomarkers to complement existing ABP parameters. However, further validation is required to confirm their reliability and applicability within the ABP framework.

通过提高血红蛋白浓度和红细胞质量来增加氧运输是血液兴奋剂的一个关键目标,通常通过重组人促红细胞生成素(rHuEPO)给药或输血来实现。虽然运动员生物护照(ABP)为检测此类操作提供了有效的间接工具,但其敏感性和特异性可能有限,特别是在涉及微量剂量或混淆生理因素的情况下。为了解决这些局限性,鉴定新的生物标记物来补充现有的ABP标记物是必不可少的。本研究提出了一种靶向代谢组学方法,通过分析血浆和血清中的极性代谢物,从两个给药研究中发现rHuEPO给药的候选生物标志物:一个涉及单次CERA注射,另一个使用多剂量的epoetin delta。亲水相互作用色谱与串联质谱联用使一组极性内源性代谢物的选择性和敏感性检测成为可能。在数据归一化和严格的质量控制之后,应用广义最小二乘模型来证明代谢物信号的时间变化。在两项研究中,反应最灵敏、最一致的标志物是次黄嘌呤和肌苷,它们在rHuEPO治疗后显著增加。值得注意的是,这些代谢物的相对增加与网织红细胞百分比的最大值一致,反映了最大的红细胞生成活性。作为嘌呤代谢的中间体,它们的增加可能与红细胞生成过程中嘌呤周转的增加有关。这些发现表明,次黄嘌呤和肌苷是补充现有ABP参数的有希望的候选生物标志物。然而,需要进一步验证以确认其在ABP框架内的可靠性和适用性。
{"title":"Identification of Candidate Blood Biomarkers of Recombinant Human Erythropoietin Administration Using Targeted Polar Metabolomics by HILIC-MS/MS","authors":"Olivier Salamin,&nbsp;Lejla Ramic,&nbsp;Raul Nicoli,&nbsp;Serge Rudaz,&nbsp;Davy Guillarme,&nbsp;Tiia Kuuranne","doi":"10.1002/dta.3943","DOIUrl":"10.1002/dta.3943","url":null,"abstract":"<p>Increasing oxygen transport through elevated hemoglobin concentration and red blood cell mass is a key objective of blood doping, commonly achieved via recombinant human erythropoietin (rHuEPO) administration or blood transfusions. While the Athlete Biological Passport (ABP) offers an effective indirect tool for detecting such manipulations, its sensitivity and specificity may be limited, particularly in cases involving microdoses or confounding physiological factors. To address these limitations, the identification of novel biomarkers that complement current ABP markers is essential.</p><p>This study presents a targeted metabolomics approach to discover candidate biomarkers of rHuEPO administration by analyzing polar metabolites in plasma and serum from two administration studies: one involving a single CERA injection, and the other using multiple doses of epoetin delta. Hydrophilic interaction chromatography hyphenated with tandem mass spectrometry enabled the selective and sensitive detection of a panel of polar endogenous metabolites.</p><p>Following data normalization and stringent quality control, generalized least squares models were applied to evidence temporal changes in metabolite signals. Among the most responsive and concordant markers across both studies were hypoxanthine and inosine, which showed significant and marked increases following rHuEPO administration. Notably, the relative increase of these metabolites coincided with the maximum in reticulocyte percentages, reflecting maximal erythropoietic activity. As intermediates in purine metabolism, their increases are likely tied to augmented purine turnover during red blood cell production. These findings suggest that hypoxanthine and inosine are promising candidate biomarkers to complement existing ABP parameters. However, further validation is required to confirm their reliability and applicability within the ABP framework.</p>","PeriodicalId":160,"journal":{"name":"Drug Testing and Analysis","volume":"17 12","pages":"2323-2332"},"PeriodicalIF":2.7,"publicationDate":"2025-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://analyticalsciencejournals.onlinelibrary.wiley.com/doi/epdf/10.1002/dta.3943","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144937380","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Biosynthesis and Identification of Clenbuterol Metabolites in Urine and In Vitro Microsome Incubation Samples Using UHPLC-Q-Exactive Orbitrap Mass Spectrometry: A Comparison Between Human and Bovine Metabolism uhplc - q - Orbitrap质谱法测定尿和体外微体培养样品中盐酸克仑特罗代谢物的生物合成和鉴定:人与牛代谢的比较
IF 2.7 3区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-08-26 DOI: 10.1002/dta.3942
Anuar Gómez-Tagle, Claudia Bressan, Rosa Ventura, Alan Álvarez-Sanchez, Enrique Cardenas-Yong, Benjamín Velasco-Bejarano

Clenbuterol (Clb) is a β2-agonist drug included in the list of substances prohibited during and out of competition by the World Anti-Doping Agency (WADA-AMA). Several adverse analytical findings have been detected by accredited WADA laboratories, but athletes often claim that results are due to dietary contamination. In this contribution, bovine microsomal incubation and the excretion of bovine and human urinary metabolites of Clb were analyzed and compared using liquid chromatography electrospray Q-Exactive-Orbitrap mass spectrometry to determine differences in Clb metabolism. Urine samples were processed by solid-phase extraction prior to electrospray analysis in both the positive and negative ion modes. MS/MS experiments were obtained by parallel monitoring reaction (PRM) triggered by an inclusion ions list. The strategy for metabolite identification involved the search for typical biotransformation based on accurate mass shifts using diagnostic fragment ions from the parent drug. This approach successfully identified eight metabolites, including a novel N-methylated form of Clb, reported here for the first time. Additionally, four metabolites found exclusively in bovine urine offer significant potential for further research aimed at distinguishing unintentional doping.

克伦特罗(Clb)是一种β2激动剂药物,被世界反兴奋剂机构(WADA-AMA)列入比赛期间和比赛外禁止使用的物质清单。世界反兴奋剂机构认可的实验室已经检测到一些不利的分析结果,但运动员经常声称结果是由于饮食污染。本文采用液相色谱-电喷雾q - extive - orbitrap质谱分析和比较了牛微粒体孵育和牛和人尿中Clb代谢产物的排泄,以确定Clb代谢的差异。尿液样品在正离子和负离子模式下进行电喷雾分析之前进行固相萃取处理。采用包合物离子表触发平行监测反应(PRM)进行质谱/质谱实验。代谢物鉴定的策略包括使用来自母体药物的诊断片段离子,根据准确的质量变化寻找典型的生物转化。这种方法成功鉴定了8种代谢物,包括一种新的n -甲基化形式的Clb,这是首次在这里报道。此外,在牛尿液中发现的四种代谢物为进一步研究区分非故意兴奋剂提供了巨大的潜力。
{"title":"Biosynthesis and Identification of Clenbuterol Metabolites in Urine and In Vitro Microsome Incubation Samples Using UHPLC-Q-Exactive Orbitrap Mass Spectrometry: A Comparison Between Human and Bovine Metabolism","authors":"Anuar Gómez-Tagle,&nbsp;Claudia Bressan,&nbsp;Rosa Ventura,&nbsp;Alan Álvarez-Sanchez,&nbsp;Enrique Cardenas-Yong,&nbsp;Benjamín Velasco-Bejarano","doi":"10.1002/dta.3942","DOIUrl":"10.1002/dta.3942","url":null,"abstract":"<p>Clenbuterol (Clb) is a β2-agonist drug included in the list of substances prohibited during and out of competition by the World Anti-Doping Agency (WADA-AMA). Several adverse analytical findings have been detected by accredited WADA laboratories, but athletes often claim that results are due to dietary contamination. In this contribution, bovine microsomal incubation and the excretion of bovine and human urinary metabolites of Clb were analyzed and compared using liquid chromatography electrospray Q-Exactive-Orbitrap mass spectrometry to determine differences in Clb metabolism. Urine samples were processed by solid-phase extraction prior to electrospray analysis in both the positive and negative ion modes. MS/MS experiments were obtained by parallel monitoring reaction (PRM) triggered by an inclusion ions list. The strategy for metabolite identification involved the search for typical biotransformation based on accurate mass shifts using diagnostic fragment ions from the parent drug. This approach successfully identified eight metabolites, including a novel <i>N</i>-methylated form of Clb, reported here for the first time. Additionally, four metabolites found exclusively in bovine urine offer significant potential for further research aimed at distinguishing unintentional doping.</p>","PeriodicalId":160,"journal":{"name":"Drug Testing and Analysis","volume":"17 12","pages":"2314-2322"},"PeriodicalIF":2.7,"publicationDate":"2025-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://analyticalsciencejournals.onlinelibrary.wiley.com/doi/epdf/10.1002/dta.3942","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144937281","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Testing for Meldonium, a Doping Agent, in Human Hair 在人类头发中检测兴奋剂米屈肼。
IF 2.7 3区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-08-17 DOI: 10.1002/dta.3941
Pascal Kintz, Jean-Claude Alvarez, Laurie Gheddar

Meldonium has been developed in the 70s in Latvia and is currently used in a limited number of countries for heart-related diseases, such as heart attack, failure, or angina pectoris. Due to its metabolic properties (decrease of lactate production, increase of glycogen use, and protective action again oxidative stress), meldonium has been abused by numerous athletes to enhance their performance. The drug has been prohibited by the World Anti-Doping Agency since 2016 and is on the S4.4.3 list (metabolic modulators) of the prohibited substances at all times. As athletes can challenge their anti-doping violation involving meldonium, there is an interest in testing for it in hair in order to document their pattern of exposure. Such hair application can be complicated to develop, as meldonium has a chemical formula close to an amino acid and presents an ionized fraction, which are limiting factors for drug incorporation into hair. Liquid chromatography coupled to tandem mass spectrometry was used. The drug was extracted from hair after methanol incubation in an ultrasound bath and separation on a BEH HILIC column. Linearity was verified from 0.5 to 100 pg/mg (R2 = 0.9943). The limit of detection was 0.1 pg/mg. Although their meldonium regimen was unknown, the drug was identified in the proximal hair segment (0 to 1 cm) of three consumers at 0.7, 6.1, and 17 pg/mg, highlighting for the first time the incorporation in hair of this molecule.

美度铵是70年代在拉脱维亚开发的,目前在少数国家用于治疗心脏病、心力衰竭或心绞痛等与心脏有关的疾病。由于其代谢特性(减少乳酸生成,增加糖原使用,并对氧化应激有保护作用),米屈肼被许多运动员滥用以提高他们的表现。自2016年以来,该药物一直被世界反兴奋剂机构禁止使用,并且一直在禁用物质的S4.4.3列表(代谢调节剂)中。由于运动员可以对自己违反反兴奋剂规定提出质疑,因此有兴趣在头发中检测米屈肼,以记录他们的暴露模式。这种毛发应用开发起来很复杂,因为米屈肼的化学式接近于氨基酸,并呈现电离部分,这是药物进入头发的限制因素。采用液相色谱-串联质谱联用。在超声波浴中甲醇孵育后,在BEH - HILIC柱上分离,从头发中提取药物。线性范围为0.5 ~ 100 pg/mg (R2 = 0.9943)。检出限为0.1 pg/mg。虽然他们的米屈肼治疗方案是未知的,但该药物在三个消费者的近端头发节(0至1厘米)中被鉴定为0.7,6.1和17 pg/mg,首次突出了该分子在头发中的掺入。
{"title":"Testing for Meldonium, a Doping Agent, in Human Hair","authors":"Pascal Kintz,&nbsp;Jean-Claude Alvarez,&nbsp;Laurie Gheddar","doi":"10.1002/dta.3941","DOIUrl":"10.1002/dta.3941","url":null,"abstract":"<div>\u0000 \u0000 <p>Meldonium has been developed in the 70s in Latvia and is currently used in a limited number of countries for heart-related diseases, such as heart attack, failure, or angina pectoris. Due to its metabolic properties (decrease of lactate production, increase of glycogen use, and protective action again oxidative stress), meldonium has been abused by numerous athletes to enhance their performance. The drug has been prohibited by the World Anti-Doping Agency since 2016 and is on the S4.4.3 list (metabolic modulators) of the prohibited substances at all times. As athletes can challenge their anti-doping violation involving meldonium, there is an interest in testing for it in hair in order to document their pattern of exposure. Such hair application can be complicated to develop, as meldonium has a chemical formula close to an amino acid and presents an ionized fraction, which are limiting factors for drug incorporation into hair. Liquid chromatography coupled to tandem mass spectrometry was used. The drug was extracted from hair after methanol incubation in an ultrasound bath and separation on a BEH HILIC column. Linearity was verified from 0.5 to 100 pg/mg (<i>R</i><sup>2</sup> = 0.9943). The limit of detection was 0.1 pg/mg. Although their meldonium regimen was unknown, the drug was identified in the proximal hair segment (0 to 1 cm) of three consumers at 0.7, 6.1, and 17 pg/mg, highlighting for the first time the incorporation in hair of this molecule.</p>\u0000 </div>","PeriodicalId":160,"journal":{"name":"Drug Testing and Analysis","volume":"17 12","pages":"2308-2313"},"PeriodicalIF":2.7,"publicationDate":"2025-08-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144937328","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
mRNA Biomarkers in Dried Blood Spots May Improve Detection of Autologous Blood Micro-Transfusions Using an Individualized Approach 干血斑mRNA生物标志物可提高个体化方法对自体血液微量输血的检测。
IF 2.7 3区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-08-09 DOI: 10.1002/dta.3939
Andreas Breenfeldt Andersen, Jessica Almeida Oliveira, Francesco Loria, Jacob Bejder, Olivier Salamin, Tiia Kuuranne, Nikolai B. Nordsborg, Nicolas Leuenberger

Autologous blood transfusions (ABTs) are prohibited by the World Anti-Doping Agency (WADA), yet detecting autologous blood micro-transfusions (ABMTs) remains a challenge. Due to smaller transfused volumes, ABMTs cause attenuated biomarker changes, limiting detection sensitivity within the Athlete Biological Passport (ABP). This study assessed whether mRNA expression of 5-aminolevulinic acid synthase (ALAS2) and carbonic anhydrase 1 (CA1), measured from dried blood spots (DBS), could serve as sensitive biomarkers of ABMT. In a randomized, placebo-controlled design, 47 trained individuals (24 ♀; mean VO2peak 56 ± 7 mL·min−1·kg−1) were allocated to an ABMT group (n = 23; ♀ = 12) or placebo group (n = 24; ♀ = 12). The ABMT group donated 450 mL of blood and received a 130 mL packed red blood cell reinfusion 4 weeks later. Blood sampling occurred regularly before and after both donation and reinfusion. ALAS2 and CA1 mRNA expression from DBS, and reticulocyte percentage (RET%) from venous blood, were analyzed. Following blood donation, ALAS2, CA1, and RET% increased by 270%, 200%, and 150%, respectively. However, no consistent group-level changes were observed after ABMT. Individualized analysis identified more outliers for ALAS2 than for CA1, and blinded interpretation of individual mRNA profiles achieved > 95% sensitivity and specificity for detecting ABMT. These findings suggest that ALAS2 mRNA expression, assessed via minimally invasive DBS sampling, is a promising biomarker for identifying ABMT. This approach may enhance current anti-doping strategies by improving sensitivity to small-volume autologous transfusions that evade detection through traditional ABP biomarkers.

世界反兴奋剂机构(WADA)禁止自体输血(ABTs),但检测自体微量输血(abmt)仍然是一个挑战。由于输血量较小,abmt导致生物标志物变化减弱,限制了运动员生物护照(ABP)的检测灵敏度。本研究评估了5-氨基乙酰丙酸合成酶(ALAS2)和碳酸酐酶1 (CA1)的mRNA表达,从干血斑(DBS)中测量,是否可以作为ABMT的敏感生物标志物。在一项随机、安慰剂对照设计中,47名训练有素的个体(24♀;平均VO2peak(56±7 mL·min-1·kg-1)分为ABMT组(n = 23;♀= 12)或安慰剂组(n = 24;♀= 12)。ABMT组献血450 mL, 4周后接受130 mL填充红细胞回输。献血和回输前后均定期采血。分析DBS组织中ALAS2和CA1 mRNA的表达及静脉血网织红细胞百分比(RET%)。献血后,ALAS2、CA1和RET%分别增加270%、200%和150%。然而,在ABMT后没有观察到一致的组水平变化。与CA1相比,个体化分析发现ALAS2的异常值更多,对个体mRNA谱的盲法解释在检测ABMT方面的灵敏度和特异性达到了95%。这些发现表明,通过微创DBS取样评估ALAS2 mRNA表达,是一种很有前途的识别ABMT的生物标志物。这种方法可以通过提高对逃避传统ABP生物标志物检测的小体积自体输血的敏感性来增强当前的反兴奋剂策略。
{"title":"mRNA Biomarkers in Dried Blood Spots May Improve Detection of Autologous Blood Micro-Transfusions Using an Individualized Approach","authors":"Andreas Breenfeldt Andersen,&nbsp;Jessica Almeida Oliveira,&nbsp;Francesco Loria,&nbsp;Jacob Bejder,&nbsp;Olivier Salamin,&nbsp;Tiia Kuuranne,&nbsp;Nikolai B. Nordsborg,&nbsp;Nicolas Leuenberger","doi":"10.1002/dta.3939","DOIUrl":"10.1002/dta.3939","url":null,"abstract":"<p>Autologous blood transfusions (ABTs) are prohibited by the World Anti-Doping Agency (WADA), yet detecting autologous blood micro-transfusions (ABMTs) remains a challenge. Due to smaller transfused volumes, ABMTs cause attenuated biomarker changes, limiting detection sensitivity within the Athlete Biological Passport (ABP). This study assessed whether mRNA expression of 5-aminolevulinic acid synthase (<i>ALAS2</i>) and carbonic anhydrase 1 (<i>CA1</i>), measured from dried blood spots (DBS), could serve as sensitive biomarkers of ABMT. In a randomized, placebo-controlled design, 47 trained individuals (24 ♀; mean VO<sub>2</sub>peak 56 ± 7 mL·min<sup>−1</sup>·kg<sup>−1</sup>) were allocated to an ABMT group (<i>n</i> = 23; ♀ = 12) or placebo group (<i>n</i> = 24; ♀ = 12). The ABMT group donated 450 mL of blood and received a 130 mL packed red blood cell reinfusion 4 weeks later. Blood sampling occurred regularly before and after both donation and reinfusion. <i>ALAS2</i> and <i>CA1</i> mRNA expression from DBS, and reticulocyte percentage (RET%) from venous blood, were analyzed. Following blood donation, <i>ALAS2</i>, <i>CA1</i>, and RET% increased by 270%, 200%, and 150%, respectively. However, no consistent group-level changes were observed after ABMT. Individualized analysis identified more outliers for <i>ALAS2</i> than for <i>CA1</i>, and blinded interpretation of individual mRNA profiles achieved &gt; 95% sensitivity and specificity for detecting ABMT. These findings suggest that <i>ALAS2</i> mRNA expression, assessed via minimally invasive DBS sampling, is a promising biomarker for identifying ABMT. This approach may enhance current anti-doping strategies by improving sensitivity to small-volume autologous transfusions that evade detection through traditional ABP biomarkers.</p>","PeriodicalId":160,"journal":{"name":"Drug Testing and Analysis","volume":"17 11","pages":"2291-2300"},"PeriodicalIF":2.7,"publicationDate":"2025-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://analyticalsciencejournals.onlinelibrary.wiley.com/doi/epdf/10.1002/dta.3939","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144803023","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Estimation of Plasma Volume by Machine Learning to Improve the Interpretation of the Athlete Biological Passport 用机器学习估计血浆容量以提高运动员生物护照的解释。
IF 2.7 3区 医学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-08-09 DOI: 10.1002/dta.3938
Bastien Krumm, Laura Lewis, Jakob Mørkeberg, Yorck Olaf Schumacher, Giuseppe d'Onofrio, Basile Moreillon, Raphael Faiss

The identification of confounding factors related to plasma volume (PV) fluctuations is crucial for appropriate qualitative interpretations of Athlete Biological Passport (ABP) profiles. As part of ongoing efforts to remove PV variance from the concentration-based biomarkers such as hemoglobin concentration ([Hb]), a new machine learning model for blood volume (BV) estimation using a single complete blood count analysis was applied within the ABP framework. Forty existing ABP profiles from elite athletes and healthy control subjects were used. PV was estimated using a machine learning model trained on a previous dataset. First, a visual display of the estimated PV shift was added in overlay of individual profiles. Alternatively, individual [Hb] thresholds were adjusted in a new graphical profile to account for PV variations. Finally, a set of ABP profiles with PV estimations was presented to ABP experts to assess the model's relevance in interpreting hematological data. A moderate correlation was found between measured and estimated PV in both men (r = 0.40, p < 0.0001) and women (r = 0.39, p < 0.0001), supporting the validity of the estimation model. In addition, ABP experts favorably assessed the available PV information, particularly the visual representation of PV. This novel estimation model offers distinct advantages (e.g., same biomarkers currently analyzed from routine ABP analyses) and could therefore be of particular interest. Further application of this model in the presence of specific and transient confounding factors may allow to confirm these results.

识别与血浆体积(PV)波动相关的混杂因素对于运动员生物护照(ABP)资料的适当定性解释至关重要。作为从血红蛋白浓度([Hb])等基于浓度的生物标志物中去除PV方差的持续努力的一部分,在ABP框架内应用了一种新的机器学习模型,该模型使用单个全血细胞计数分析来估计血容量(BV)。使用了40个来自优秀运动员和健康对照者的现有ABP谱。PV是使用在以前的数据集上训练的机器学习模型来估计的。首先,在单个剖面的叠加中添加了估计PV位移的可视化显示。另外,在新的图形配置文件中调整个体[Hb]阈值以解释PV变化。最后,将一组带有PV估计的ABP剖面提交给ABP专家,以评估该模型在解释血液学数据中的相关性。两名男性的PV测量值和估计值之间存在中度相关性(r = 0.40, p
{"title":"Estimation of Plasma Volume by Machine Learning to Improve the Interpretation of the Athlete Biological Passport","authors":"Bastien Krumm,&nbsp;Laura Lewis,&nbsp;Jakob Mørkeberg,&nbsp;Yorck Olaf Schumacher,&nbsp;Giuseppe d'Onofrio,&nbsp;Basile Moreillon,&nbsp;Raphael Faiss","doi":"10.1002/dta.3938","DOIUrl":"10.1002/dta.3938","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <p>The identification of confounding factors related to plasma volume (PV) fluctuations is crucial for appropriate qualitative interpretations of Athlete Biological Passport (ABP) profiles. As part of ongoing efforts to remove PV variance from the concentration-based biomarkers such as hemoglobin concentration ([Hb]), a new machine learning model for blood volume (BV) estimation using a single complete blood count analysis was applied within the ABP framework. Forty existing ABP profiles from elite athletes and healthy control subjects were used. PV was estimated using a machine learning model trained on a previous dataset. First, a visual display of the estimated PV shift was added in overlay of individual profiles. Alternatively, individual [Hb] thresholds were adjusted in a new graphical profile to account for PV variations. Finally, a set of ABP profiles with PV estimations was presented to ABP experts to assess the model's relevance in interpreting hematological data. A moderate correlation was found between measured and estimated PV in both men (<i>r</i> = 0.40, <i>p</i> &lt; 0.0001) and women (<i>r</i> = 0.39, <i>p</i> &lt; 0.0001), supporting the validity of the estimation model. In addition, ABP experts favorably assessed the available PV information, particularly the visual representation of PV. This novel estimation model offers distinct advantages (e.g., same biomarkers currently analyzed from routine ABP analyses) and could therefore be of particular interest. Further application of this model in the presence of specific and transient confounding factors may allow to confirm these results.</p>\u0000 </section>\u0000 </div>","PeriodicalId":160,"journal":{"name":"Drug Testing and Analysis","volume":"17 11","pages":"2283-2290"},"PeriodicalIF":2.7,"publicationDate":"2025-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://analyticalsciencejournals.onlinelibrary.wiley.com/doi/epdf/10.1002/dta.3938","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144803022","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Drug Testing and Analysis
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1